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About
Lettertrace is an open source AI visibility monitoring platform that measures how often Claude, ChatGPT, Gemini, and Google AI Overviews mention and recommend a brand. Users add the topics their buyers ask about, and the platform automatically generates natural prompt variations to monitor how AI assistants actually answer those questions. Every run becomes a datapoint, allowing teams to track visibility, prominence, sentiment, and share of voice per topic and model over time. Competitor benchmarking shows how often rival brands appear, which companies AI models recommend, and how a brand performs against each competitor. Reports turn raw AI answers into the metrics AEO and GEO teams need, including brand visibility, share of voice, sentiment, recommendations, and competitive performance. Scheduled monitoring can run daily or weekly to build actionable trend lines, while multi-model analysis makes it possible to compare results across answer engines side by side.
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About
Type a company name into Google today and you get more than ten links: autocomplete suggestions, questions other people asked, and an AI summary at the top. Ask the same thing in ChatGPT and you get a single answer. Those screens have become their reputation, and Reptor records it.
It tracks news coverage and the journalists behind it, social channels, review platforms, radio and television, Google positions, and what LLM's say when asked about a brand. Crucially, it also records which sources those models cite, so it becomes visible which kinds of sites shape visibility and where the work of the marketing and PR departments actually lands.
AI agents collect each mention, categorise it, weigh it for sentiment and relevance, and summarise what is happening. A knowledge profile per organisation keeps growing, so coverage is recognised even when the brand name is never spelled out.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Marketing and brand teams needing to monitor how AI assistants mention, recommend, and position their brand against competitors over time
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Audience
Communications and PR teams, from a single in-house communications manager to corporate departments and agencies working white-label
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
Free
Free Version
Free Trial
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Pricing
EUR 129 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationLettertrace
United States
lettertrace.com
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Company InformationReptor
Founded: 2025
Netherlands
reptor.ai
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
ChatGPT
Claude
Gemini
Google AI Overviews
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